Past Win-Vector projects include:
- Anomaly detection and alerts for home health monitoring systems.
- Characterization of customers and design of a “next product to offer” recommendation system.
- Customer account cancellation early prediction model.
- Demand forecasting and price determination for hotel inventory.
- Design and specification of machine learning platforms.
- Design of course curriculum in data science and data engineering.
- Development of stock trading and portfolio management strategies for a major investment bank.
- Models to impute costs and revenue in the presence of limited reporting.
- Prediction of optimal sale price and time to sale for an online marketplace.
- Predictive models to price and sort sales leads.
- Predictive models to price and value data sources.
We are proficient in algorithm design, implementation, optimization, statistics, machine learning, data science, and instruction.